import pyroscope

pyroscope.configure(
  application_name = "my.python.app", # replace this with some name for your application
  server_address   = "http://my-pyroscope-server:4040", # replace this with the address of your Pyroscope server
)

或者，您可以配置几个额外的参数

import pyroscope

pyroscope.configure(
    application_name    = "my.python.app", # replace this with some name for your application
    server_address      = "http://my-pyroscope-server:4040", # replace this with the address of your Pyroscope server
    sample_rate         = 100, # default is 100
    detect_subprocesses = False, # detect subprocesses started by the main process; default is False
    oncpu               = True, # report cpu time only; default is True
    gil_only            = True, # only include traces for threads that are holding on to the Global Interpreter Lock; default is True
    enable_logging      = True, # does enable logging facility; default is False
    tags                = {
        "region": '{os.getenv("REGION")}',
    }
)

将性能分析标签添加到 Python 应用程序

您可以将标签添加到代码的特定部分

# You can use a wrapper:
with pyroscope.tag_wrapper({ "controller": "slow_controller_i_want_to_profile" }):
    slow_code()

使用 Python SDK 将数据发送到 Pyroscope OSS 或 Grafana Cloud Profiles

import pyroscope

pyroscope.configure(
    application_name = "example.python.app",
    server_address = "<URL>",
    basic_auth_username = '<User>',
    basic_auth_password = '<Password>',
    # Optional Pyroscope tenant ID (only needed if using multi-tenancy). Not needed for Grafana Cloud.
    # tenant_id = "<TenantID>",
)

要配置 Python SDK 以将数据发送到 Pyroscope，请将 <URL> 占位符替换为相应的服务器 URL。这可以是 Grafana Cloud URL 或您自己的自定义 Pyroscope 服务器 URL。

如果您需要将数据发送到 Grafana Cloud，您需要配置 HTTP 基本身份验证。将 <User> 替换为您的 Grafana Cloud 堆栈用户，并将 <Password> 替换为您的 Grafana Cloud API 密钥。

如果您的 Pyroscope 服务器启用了多租户，您需要配置租户 ID。将 <TenantID> 替换为您的 Pyroscope 租户 ID。